Yoshua Bengio
Orcid: 0000-0002-9322-3515Affiliations:
- University of Montréal, Department of Computer Science and Operations Research, QC, Canada
According to our database1,
Yoshua Bengio
authored at least 864 papers
between 1988 and 2024.
Collaborative distances:
Collaborative distances:
Awards
Turing Prize recipient
Turing Prize 2018, "For conceptual and engineering breakthroughs that have made deep neural networks a critical component of computing." awarded to Yoshua Bengio and Geoffrey E. Hinton and Yann LeCun.
ACM Fellow
ACM Fellow 2023, "For conceptual and engineering breakthroughs that have made deep neural networks a critical component of computing".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on zbmath.org
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on orcid.org
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on mila.quebec
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on id.loc.gov
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on d-nb.info
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on isni.org
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on dl.acm.org
On csauthors.net:
Bibliography
2024
Correction: AI content detection in the emerging information ecosystem: new obligations for media and tech companies.
Ethics Inf. Technol., December, 2024
AI content detection in the emerging information ecosystem: new obligations for media and tech companies.
Ethics Inf. Technol., December, 2024
Improving and generalizing flow-based generative models with minibatch optimal transport.
Trans. Mach. Learn. Res., 2024
PhAST: Physics-Aware, Scalable, and Task-Specific GNNs for Accelerated Catalyst Design.
J. Mach. Learn. Res., 2024
HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models.
CoRR, 2024
CoRR, 2024
CoRR, 2024
MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation.
CoRR, 2024
Amortizing intractable inference in diffusion models for vision, language, and control.
CoRR, 2024
Learning diverse attacks on large language models for robust red-teaming and safety tuning.
CoRR, 2024
CoRR, 2024
CoRR, 2024
CoRR, 2024
CoRR, 2024
CoRR, 2024
On diffusion models for amortized inference: Benchmarking and improving stochastic control and sampling.
CoRR, 2024
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory optimization.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Consciousness-Inspired Spatio-Temporal Abstractions for Better Generalization in Reinforcement Learning.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Generative AI models should include detection mechanisms as a condition for public release.
Ethics Inf. Technol., December, 2023
Shortcut Bias Mitigation via Ensemble Diversity Using Diffusion Probabilistic Models.
CoRR, 2023
SatBird: Bird Species Distribution Modeling with Remote Sensing and Citizen Science Data.
CoRR, 2023
OC-NMN: Object-centric Compositional Neural Module Network for Generative Visual Analogical Reasoning.
CoRR, 2023
On the importance of catalyst-adsorbate 3D interactions for relaxed energy predictions.
CoRR, 2023
Causal Inference in Gene Regulatory Networks with GFlowNet: Towards Scalability in Large Systems.
CoRR, 2023
Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Consciousness in Artificial Intelligence: Insights from the Science of Consciousness.
CoRR, 2023
Benchmarking Bayesian Causal Discovery Methods for Downstream Treatment Effect Estimation.
CoRR, 2023
What if We Enrich day-ahead Solar Irradiance Time Series Forecasting with Spatio-Temporal Context?
CoRR, 2023
CoRR, 2023
Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with GFlowNets.
CoRR, 2023
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
SatBird: a Dataset for Bird Species Distribution Modeling using Remote Sensing and Citizen Science Data.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Improving *day-ahead* Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Stateful Active Facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization for Heterogeneous Representational Coarseness.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
A Two-Stream Continual Learning System With Variational Domain-Agnostic Feature Replay.
IEEE Trans. Neural Networks Learn. Syst., 2022
Neural Networks, 2022
Interpolated Adversarial Training: Achieving robust neural networks without sacrificing too much accuracy.
Neural Networks, 2022
RetroGNN: Fast Estimation of Synthesizability for Virtual Screening and De Novo Design by Learning from Slow Retrosynthesis Software.
J. Chem. Inf. Model., 2022
Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information.
INFORMS J. Comput., 2022
CoRR, 2022
CoRR, 2022
Posterior samples of source galaxies in strong gravitational lenses with score-based priors.
CoRR, 2022
Bayesian learning of Causal Structure and Mechanisms with GFlowNets and Variational Bayes.
CoRR, 2022
Consistent Training via Energy-Based GFlowNets for Modeling Discrete Joint Distributions.
CoRR, 2022
Discrete Factorial Representations as an Abstraction for Goal Conditioned Reinforcement Learning.
CoRR, 2022
CoRR, 2022
CoRR, 2022
Graph-Based Active Machine Learning Method for Diverse and Novel Antimicrobial Peptides Generation and Selection.
CoRR, 2022
Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization.
CoRR, 2022
AI for Global Climate Cooperation: Modeling Global Climate Negotiations, Agreements, and Long-Term Cooperation in RICE-N.
CoRR, 2022
CoRR, 2022
Your Autoregressive Generative Model Can be Better If You Treat It as an Energy-Based One.
CoRR, 2022
Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning.
CoRR, 2022
Coordinating Policies Among Multiple Agents via an Intelligent Communication Channel.
CoRR, 2022
FedILC: Weighted Geometric Mean and Invariant Gradient Covariance for Federated Learning on Non-IID Data.
CoRR, 2022
(Private)-Retroactive Carbon Pricing [(P)ReCaP]: A Market-based Approach for Climate Finance and Risk Assessment.
CoRR, 2022
CoRR, 2022
RECOVER: sequential model optimization platform for combination drug repurposing identifies novel synergistic compounds in vitro.
CoRR, 2022
CoRR, 2022
Temporal abstractions-augmented temporally contrastive learning: An alternative to the Laplacian in RL.
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Discrete Compositional Representations as an Abstraction for Goal Conditioned Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Properties from mechanisms: an equivariance perspective on identifiable representation learning.
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022
PMFL: Partial Meta-Federated Learning for heterogeneous tasks and its applications on real-world medical records.
Proceedings of the IEEE International Conference on Big Data, 2022
2021
CAMAP: Artificial neural networks unveil the role of codon arrangement in modulating MHC-I peptides presentation.
PLoS Comput. Biol., 2021
J. Am. Medical Informatics Assoc., 2021
Eur. J. Oper. Res., 2021
Multi-Domain Balanced Sampling Improves Out-of-Distribution Generalization of Chest X-ray Pathology Prediction Models.
CoRR, 2021
From Machine Learning to Robotics: Challenges and Opportunities for Embodied Intelligence.
CoRR, 2021
CoRR, 2021
CoRR, 2021
Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization.
CoRR, 2021
IEEE Computer Graphics and Applications, 2021
Proceedings of AAAI Symposium on Survival Prediction, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the First Workshop on Language Technology for Equality, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming.
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Factorizing Declarative and Procedural Knowledge in Structured, Dynamical Environments.
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning.
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
Neural Function Modules with Sparse Arguments: A Dynamic Approach to Integrating Information across Layers.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Deep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative Models.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Technol. Soc. Mag., 2020
Neural Comput., 2020
Mach. Learn. Sci. Technol., 2020
J. Artif. Intell. Res., 2020
RetroGNN: Approximating Retrosynthesis by Graph Neural Networks for De Novo Drug Design.
CoRR, 2020
COVI-AgentSim: an Agent-based Model for Evaluating Methods of Digital Contact Tracing.
CoRR, 2020
CoRR, 2020
Object Files and Schemata: Factorizing Declarative and Procedural Knowledge in Dynamical Systems.
CoRR, 2020
CoRR, 2020
Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing its Gradient Estimator Bias.
CoRR, 2020
Continual Weight Updates and Convolutional Architectures for Equilibrium Propagation.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Neural Bayes: A Generic Parameterization Method for Unsupervised Representation Learning.
CoRR, 2020
CoRR, 2020
Factorized embeddings learns rich and biologically meaningful embedding spaces using factorized tensor decomposition.
Bioinform., 2020
IEEE Access, 2020
Untangling tradeoffs between recurrence and self-attention in artificial neural networks.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Your GAN is Secretly an Energy-based Model and You Should Use Discriminator Driven Latent Sampling.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Quantized Guided Pruning for Efficient Hardware Implementations of Deep Neural Networks.
Proceedings of the 18th IEEE International New Circuits and Systems Conference, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules.
Proceedings of the 37th International Conference on Machine Learning, 2020
Learning to Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning.
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Reinforcement Learning with Competitive Ensembles of Information-Constrained Primitives.
Proceedings of the 8th International Conference on Learning Representations, 2020
The Variational Bandwidth Bottleneck: Stochastic Evaluation on an Information Budget.
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
A Learning-Based Algorithm to Quickly Compute Good Primal Solutions for Stochastic Integer Programs.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2020
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020
On the interplay between noise and curvature and its effect on optimization and generalization.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Proceedings of the Artificial Intelligence in Education - 21st International Conference, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2020
Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Neural Networks, 2019
Neural Comput., 2019
The effect of task and training on intermediate representations in convolutional neural networks revealed with modified RV similarity analysis.
CoRR, 2019
CoRR, 2019
Icentia11K: An Unsupervised Representation Learning Dataset for Arrhythmia Subtype Discovery.
CoRR, 2019
CoRR, 2019
GraphMix: Regularized Training of Graph Neural Networks for Semi-Supervised Learning.
CoRR, 2019
Interpolated Adversarial Training: Achieving Robust Neural Networks without Sacrificing Accuracy.
CoRR, 2019
State-Reification Networks: Improving Generalization by Modeling the Distribution of Hidden Representations.
CoRR, 2019
CoRR, 2019
Visualizing the Consequences of Climate Change Using Cycle-Consistent Adversarial Networks.
CoRR, 2019
Compositional generalization in a deep seq2seq model by separating syntax and semantics.
CoRR, 2019
Learning Dynamics Model in Reinforcement Learning by Incorporating the Long Term Future.
CoRR, 2019
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Learning Problem-Agnostic Speech Representations from Multiple Self-Supervised Tasks.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
A Data-Efficient Framework for Training and Sim-to-Real Transfer of Navigation Policies.
Proceedings of the International Conference on Robotics and Automation, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
State-Reification Networks: Improving Generalization by Modeling the Distribution of Hidden Representations.
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
How Transferable Are Features in Convolutional Neural Network Acoustic Models across Languages?
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Interpolated Adversarial Training: Achieving Robust Neural Networks Without Sacrificing Too Much Accuracy.
Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security, 2019
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
IEEE Trans. Emerg. Top. Comput. Intell., 2018
IEEE Trans. Pattern Anal. Mach. Intell., 2018
Neural Comput., 2018
Medical Image Anal., 2018
Neurocomputing, 2018
Quantized Guided Pruning for Efficient Hardware Implementations of Convolutional Neural Networks.
CoRR, 2018
CoRR, 2018
How can deep learning advance computational modeling of sensory information processing?
CoRR, 2018
CoRR, 2018
CoRR, 2018
CoRR, 2018
Predicting Solution Summaries to Integer Linear Programs under Imperfect Information with Machine Learning.
CoRR, 2018
CoRR, 2018
CoRR, 2018
CoRR, 2018
Fortified Networks: Improving the Robustness of Deep Networks by Modeling the Manifold of Hidden Representations.
CoRR, 2018
Disentangling the independently controllable factors of variation by interacting with the world.
CoRR, 2018
Bioinform., 2018
Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018
Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences.
Proceedings of The Third Workshop on Representation Learning for NLP, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning.
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Dynamic Frame Skipping for Fast Speech Recognition in Recurrent Neural Network Based Acoustic Models.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Width of Minima Reached by Stochastic Gradient Descent is Influenced by Learning Rate to Batch Size Ratio.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
On the Iterative Refinement of Densely Connected Representation Levels for Semantic Segmentation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018
Proceedings of the Workshop on Machine Reading for Question Answering@ACL 2018, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
2017
IEEE Trans. Hum. Mach. Syst., 2017
Online and offline handwritten Chinese character recognition: A comprehensive study and new benchmark.
Pattern Recognit., 2017
Neural Comput., 2017
The representational geometry of word meanings acquired by neural machine translation models.
Mach. Transl., 2017
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations.
J. Mach. Learn. Res., 2017
Equilibrium Propagation: Bridging the Gap between Energy-Based Models and Backpropagation.
Frontiers Comput. Neurosci., 2017
Comput. Speech Lang., 2017
Comput. Speech Lang., 2017
CoRR, 2017
CoRR, 2017
Plan, Attend, Generate: Character-level Neural Machine Translation with Planning in the Decoder.
CoRR, 2017
CoRR, 2017
Proceedings of the 2nd Workshop on Representation Learning for NLP, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Workshop on Trends in Machine-Learning (and impact on computer architecture), 2017
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Dynamic Layer Normalization for Adaptive Neural Acoustic Modeling in Speech Recognition.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Trans. Assoc. Comput. Linguistics, 2016
J. Multimodal User Interfaces, 2016
Proceedings of the 4th International Conference on Learning Representations, 2016
BinaryNet: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1.
CoRR, 2016
Feedforward Initialization for Fast Inference of Deep Generative Networks is biologically plausible.
CoRR, 2016
CoRR, 2016
Proceedings of the First Conference on Machine Translation, 2016
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism.
Proceedings of the NAACL HLT 2016, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
Proceedings of the British Machine Vision Conference 2016, 2016
Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
A Character-level Decoder without Explicit Segmentation for Neural Machine Translation.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Adaptive computation and machine learning, MIT Press, ISBN: 978-0-262-03561-3, 2016
2015
IEEE Trans. Multim., 2015
IEEE ACM Trans. Audio Speech Lang. Process., 2015
Neural Networks, 2015
Editorial introduction to the Neural Networks special issue on Deep Learning of Representations.
Neural Networks, 2015
CoRR, 2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie Reviews.
Proceedings of the 3rd International Conference on Learning Representations, 2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
CoRR, 2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
Proceedings of the Tenth Workshop on Statistical Machine Translation, 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the ECML/PKDD 2015 Discovery Challenges co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2015), 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
BinaryConnect: Training Deep Neural Networks with binary weights during propagations.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
A Hierarchical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
2014
Proceedings of the Growing Adaptive Machines, 2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
A semantic matching energy function for learning with multi-relational data - Application to word-sense disambiguation.
Mach. Learn., 2014
J. Mach. Learn. Res., 2014
Proceedings of the 2nd International Conference on Learning Representations, 2014
Proceedings of the 2nd International Conference on Learning Representations, 2014
On the number of inference regions of deep feed forward networks with piece-wise linear activations.
Proceedings of the 2nd International Conference on Learning Representations, 2014
Proceedings of the 2nd International Conference on Learning Representations, 2014
Proceedings of the 2nd International Conference on Learning Representations, 2014
An Empirical Investigation of Catastrophic Forgeting in Gradient-Based Neural Networks.
Proceedings of the 2nd International Conference on Learning Representations, 2014
CoRR, 2014
End-to-end Continuous Speech Recognition using Attention-based Recurrent NN: First Results.
CoRR, 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation.
CoRR, 2014
Exponentially Increasing the Capacity-to-Computation Ratio for Conditional Computation in Deep Learning.
CoRR, 2014
Proceedings of the 2nd International Conference on Learning Representations, 2014
How Auto-Encoders Could Provide Credit Assignment in Deep Networks via Target Propagation.
CoRR, 2014
Biol. Cybern., 2014
Overcoming the Curse of Sentence Length for Neural Machine Translation using Automatic Segmentation.
Proceedings of SSST@EMNLP 2014, 2014
Proceedings of SSST@EMNLP 2014, 2014
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Identifying and attacking the saddle point problem in high-dimensional non-convex optimization.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Proceedings of the Handbook on Neural Information Processing, 2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Proceedings of the 1st International Conference on Learning Representations, 2013
Proceedings of the 1st International Conference on Learning Representations, 2013
Proceedings of the 1st International Conference on Learning Representations, 2013
Proceedings of the 1st International Conference on Learning Representations, 2013
Proceedings of the 1st International Conference on Learning Representations, 2013
Proceedings of the 1st International Conference on Learning Representations, 2013
Proceedings of the 1st International Conference on Learning Representations, 2013
Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation.
CoRR, 2013
Proceedings of the Statistical Language and Speech Processing, 2013
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013
Investigation of recurrent-neural-network architectures and learning methods for spoken language understanding.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
Proceedings of the Pattern Recognition Applications and Methods - International Conference, 2013
Unsupervised and Transfer Learning under Uncertainty - From Object Detections to Scene Categorization.
Proceedings of the ICPRAM 2013, 2013
Proceedings of the Neural Information Processing - 20th International Conference, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the 2013 IEEE Conference on Computational Inteligence in Games (CIG), 2013
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013
2012
Proceedings of the Neural Networks: Tricks of the Trade - Second Edition, 2012
IEEE Trans. Comput. Intell. AI Games, 2012
Proceedings of the Unsupervised and Transfer Learning, 2012
J. Mach. Learn. Res., 2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
Proceedings of the Unsupervised and Transfer Learning, 2012
CoRR, 2012
CoRR, 2012
CoRR, 2012
Detonation Classification from acoustic Signature with the Restricted Boltzmann Machine.
Comput. Intell., 2012
Building Musically-relevant Audio Features through Multiple Timescale Representations.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription.
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, 2012
2011
Neural Comput., 2011
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
The Statistical Inefficiency of Sparse Coding for Images (or, One Gabor to Rule them All)
CoRR, 2011
CoRR, 2011
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the 2011 Symposium on Machine Learning in Speech and Language Processing, 2011
Temporal Pooling and Multiscale Learning for Automatic Annotation and Ranking of Music Audio.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011
Proceedings of the 28th International Conference on Machine Learning, 2011
Domain Adaptation for Large-Scale Sentiment Classification: A Deep Learning Approach.
Proceedings of the 28th International Conference on Machine Learning, 2011
Proceedings of the 28th International Conference on Machine Learning, 2011
Proceedings of the 28th International Conference on Machine Learning, 2011
Proceedings of the Algorithmic Learning Theory - 22nd International Conference, 2011
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
2010
Tractable Multivariate Binary Density Estimation and the Restricted Boltzmann Forest.
Neural Comput., 2010
Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion.
J. Mach. Learn. Res., 2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
CoRR, 2010
Proceedings of the 9th Python in Science Conference 2010 (SciPy 2010), Austin, Texas, June 28, 2010
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010
Proceedings of the ACL 2010, 2010
2009
IEEE Trans. Neural Networks, 2009
The Difficulty of Training Deep Architectures and the Effect of Unsupervised Pre-Training.
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
2008
Adaptive Importance Sampling to Accelerate Training of a Neural Probabilistic Language Model.
IEEE Trans. Neural Networks, 2008
Neural Comput., 2008
Proceedings of the Machine Learning, 2008
Proceedings of the Machine Learning, 2008
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
2007
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007
A Hybrid Pareto Model for Conditional Density Estimation of Asymmetric Fat-Tail Data.
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007
Noisy K Best-Paths for Approximate Dynamic Programming with Application to Portfolio Optimization.
J. Comput., 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Augmented Functional Time Series Representation and Forecasting with Gaussian Processes.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
An empirical evaluation of deep architectures on problems with many factors of variation.
Proceedings of the Machine Learning, 2007
2006
J. Chem. Inf. Model., 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
The <i>K</i> Best-Paths Approach to Approximate Dynamic Programming with Application to Portfolio Optimization.
Proceedings of the Advances in Artificial Intelligence, 2006
Proceedings of the Feature Extraction - Foundations and Applications, 2006
Proceedings of the Semi-Supervised Learning, 2006
2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005
2004
Neural Comput., 2004
J. Mach. Learn. Res., 2004
J. Comput. Aided Mol. Des., 2004
Proceedings of the Actes de la 11ème conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004
2003
Int. J. Pattern Recognit. Artif. Intell., 2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, 2003
2002
Neural Comput., 2002
Guest Introduction: Special Issue on New Methods for Model Selection and Model Combination.
Mach. Learn., 2002
Segmentation en thèmes de conversations téléphoniques : traitement en amont pour l'extraction d'information.
Proceedings of the Actes de la 9ème conférence sur le Traitement Automatique des Langues Naturelles. Posters, 2002
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
2001
Cost functions and model combination for VaR-based asset allocation using neural networks.
IEEE Trans. Neural Networks, 2001
IEEE Trans. Neural Networks, 2001
Proceedings of the Sixth Natural Language Processing Pacific Rim Symposium, 2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
2000
IEEE Trans. Neural Networks Learn. Syst., 2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
1999
Proceedings of the Shape, Contour and Grouping in Computer Vision, 1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
Proceedings of the Data Compression Conference, 1999
1998
Comput. Artif. Intell., 1998
Proceedings of the Medical Imaging 1998: Image Processing, 1998
Proceedings of the Data Compression Conference, 1998
Proceedings of the Data Compression Conference, 1998
Proceedings of the IEEE Forum on Research and Technology Advances in Digital Libraries, 1998
1997
Int. J. Neural Syst., 1997
Proceedings of the Advances in Neural Information Processing Systems 10, 1997
Proceedings of the Advances in Neural Information Processing Systems 10, 1997
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
Proceedings of the Artificial Neural Networks, 1997
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997
1996
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
1995
J. Artif. Intell. Res., 1995
Proceedings of the Advances in Neural Information Processing Systems 8, 1995
Proceedings of the Advances in Neural Information Processing Systems 8, 1995
1994
IEEE Trans. Neural Networks, 1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
Word-level training of a handwritten word recognizer based on convolutional neural networks.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Use of Genetic Programming for the Search of a New Learning Rule for Neural Networks.
Proceedings of the First IEEE Conference on Evolutionary Computation, 1994
1993
Int. J. Pattern Recognit. Artif. Intell., 1993
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
Globally Trained Handwritten Word Recognizer Using Spatial Representation, Convolutional Neural Networks, and Hidden Markov Models.
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993
1992
IEEE Trans. Neural Networks, 1992
Phonetically motivated acoustic parameters for continuous speech recognition using artificial neural networks.
Speech Commun., 1992
Pattern Recognit. Lett., 1992
1991
Neural Network - Gaussian Mixture Hybrid for Speech Recognition or Density Estimation.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991
A comparative study on hybrid acoustic phonetic decoders based on artificial neural networks.
Proceedings of the Second European Conference on Speech Communication and Technology, 1991
1990
Speech Commun., 1990
Efficient recognition of immunoglobulin domains from amino acid sequences using a neural network.
Comput. Appl. Biosci., 1990
Proceedings of the 1990 International Conference on Acoustics, 1990
1989
Commun. ACM, 1989
Proceedings of the Advances in Neural Information Processing Systems 2, 1989
Proceedings of the Advances in Neural Information Processing Systems 2, 1989
Proceedings of the Neurocomputing - Algorithms, Architectures and Applications, Proceedings of the NATO Advanced Research Workshop on Neurocomputing Algorithms, Architectures and Applications, Les Arcs, France, February 27, 1989
On the Generalization Capability of Multi-Layered Networks in the Extraction of Speech Properties.
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989
Proceedings of the IEEE International Conference on Acoustics, 1989
1988
Proceedings of the Advances in Neural Information Processing Systems 1, 1988
Proceedings of the IEEE International Conference on Acoustics, 1988
Proceedings of the 7th National Conference on Artificial Intelligence, 1988